rag-pipeline
OfficialDeploy a practical RAG pipeline with retrieval.
Software Engineering#rag#citation#retrieval-augmented generation#retriever#evidence-tracking#contextual-search#phase-1-4 evaluation
Authoreco2-team
Version1.0.0
Installs0
System Documentation
What problem does it solve?
RAG pipelines are complex to implement and evaluate; this guide provides a self-contained blueprint to build and test a Retrieval-Augmented Generation workflow, including context retrieval, evidence tracking, and phased evaluation.
Core Features & Use Cases
- Retrieval-driven QA with evidence citation
- Phase 1-4 evaluation (citation, nugget completeness, groundedness, and next steps)
- Modular integration with LocalAssetRetriever and TagBasedRetriever
- Reference materials and prompts to guide prompt strategies
Quick Start
- Prepare your knowledge base data and a user query.
- Run the RagPipeline driver to perform retrieval, assemble evidence, and generate an answer.
- Review the Phase 1-4 evaluation results to confirm citation relevance, completeness, and grounding.
Dependency Matrix
Required Modules
None requiredComponents
references
💻 Claude Code Installation
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Please help me install this Skill: Name: rag-pipeline Download link: https://github.com/eco2-team/backend/archive/main.zip#rag-pipeline Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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